DSIS response not matching schema definition from the dsis_model_sdk

[joannaszalas]

Fetching metadata from the CommonModel's SurfaceGrid and casting the response to the SurfaceGrid model from dsis_model_sdk.models.common results in errors.

I have encountered it before, and @jucc explained that DSIS may be converting the values, and thus the json response does not match the database schema. Is this something that should be reported to LMK or we need to live with it?

[jucc]

What we discussed was that the values are probably numeric on the database, but then get converted to strings by DSIS in order to keep their precision in the json response regardless of the json parsers.

Since the dsis-schemas library is based on the DB, they will match the original OW schema, where the values are still numerical, and not include any conversions made by DSIS for json transfer.

That kind of defeats the purpose of having those nice schemas to validate against. Is there any way to make this automatically generated, @Qif-Equinor ? Like a general parser that converts strings back to numbers when applicable? Or would we have to implement a manual parser for each type?